Gesture Recognition on Ninapro DB2 (Macro Metrics)
75.61AccuracyDDIM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DDIMBackbone=Waveformer2026.04 | 75.61 | 76.36 | 76.7 | |
| DDPMBackbone=Waveformer2026.04 | 75.53 | 76.19 | 76.73 | |
| EMGFlowBackbone=Waveformer2026.04 | 75.46 | 76.2 | 76.6 | |
| PatchEMGBackbone=Waveformer2026.04 | 74.26 | 75.02 | 75.36 | |
| DDPMBackbone=EMGHandNet2026.04 | 74.23 | 74.92 | 75.4 | |
| EMGFlowBackbone=EMGHandNet2026.04 | 74.19 | 75 | 75.32 | |
| MixupBackbone=Waveformer2026.04 | 74.17 | 75.01 | 75.33 | |
| WGAN-GPBackbone=Waveformer2026.04 | 73.97 | 74.68 | 75.02 | |
| DDIMBackbone=EMGHandNet2026.04 | 73.87 | 74.67 | 74.92 | |
| UpsampleBackbone=Waveformer2026.04 | 73.59 | 74.27 | 74.68 | |
| ReplicateBackbone=Waveformer2026.04 | 73.35 | 73.99 | 74.33 | |
| MixupBackbone=EMGHandNet2026.04 | 73.09 | 73.88 | 74.14 | |
| STAugBackbone=Waveformer2026.04 | 72.82 | 73.44 | 73.8 | |
| BaselineBackbone=Waveformer2026.04 | 72.47 | 73.11 | 73.5 | |
| Freq-MixBackbone=Waveformer2026.04 | 72.15 | 72.94 | 73.32 | |
| WGAN-GPBackbone=EMGHandNet2026.04 | 71.73 | 72.59 | 72.88 | |
| Freq-MaskBackbone=Waveformer2026.04 | 71.63 | 72.3 | 72.7 | |
| Freq-MixBackbone=EMGHandNet2026.04 | 71.16 | 71.96 | 72.19 | |
| ReplicateBackbone=EMGHandNet2026.04 | 71.12 | 71.91 | 72.21 | |
| Freq-MaskBackbone=EMGHandNet2026.04 | 70.82 | 71.56 | 71.89 | |
| Jitter&ScaleBackbone=EMGHandNet2026.04 | 70.63 | 71.52 | 71.73 | |
| PatchEMGBackbone=EMGHandNet2026.04 | 70.52 | 71.42 | 71.72 | |
| UpsampleBackbone=EMGHandNet2026.04 | 70.45 | 71.18 | 71.5 | |
| BaselineBackbone=EMGHandNet2026.04 | 70.28 | 70.97 | 71.26 | |
| Jitter&ScaleBackbone=Waveformer2026.04 | 69.82 | 70.63 | 70.95 | |
| STAugBackbone=EMGHandNet2026.04 | 69.78 | 70.49 | 70.75 |